书目名称 | Linear Programming | 副标题 | Foundations and Exte | 编辑 | Robert J. Vanderbei | 视频video | | 概述 | Complete update of bestselling text in the field.Includes new materials, such as an explanation of Gomory Cuts and applying integer programming to solve Sudoku problems.Discusses possibilities of Mach | 丛书名称 | International Series in Operations Research & Management Science | 图书封面 |  | 描述 | .The book provides a broad introduction to both the theory and the application of optimization with a special emphasis on the elegance, importance, and usefulness of the parametric self-dual simplex method. The book assumes that a problem in “standard form,” is a problem with inequality constraints and nonnegative variables. The main new innovation to the book is the use of clickable links to the (newly updated) online app to help students do the trivial but tedious arithmetic when solving optimization problems..The latest edition now includes: a discussion of modern Machine Learning applications, as motivational material; a section explaining Gomory Cuts and an application of integer programming to solve Sudoku problems. Readers will discover a host of practical business applications as well as non-business applications. Topics are clearly developed with many numerical examples worked out in detail. Specific examples and concrete algorithms precede more abstract topics. .With its focus on solving practical problems, the book features free C programs to implement the major algorithms covered, including the two-phase simplex method, the primal-dual simplex method, the path-following | 出版日期 | Textbook 2020Latest edition | 关键词 | Linear Programming; Mathematical Programming; Integer Programming; Optimization Models; Simplex Method; R | 版次 | 5 | doi | https://doi.org/10.1007/978-3-030-39415-8 | isbn_softcover | 978-3-030-39417-2 | isbn_ebook | 978-3-030-39415-8Series ISSN 0884-8289 Series E-ISSN 2214-7934 | issn_series | 0884-8289 | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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